{
 "cells": [
  {
   "cell_type": "code",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2025-02-28T08:51:05.302223Z",
     "start_time": "2025-02-28T08:51:05.266401Z"
    }
   },
   "source": [
    "import torch\n",
    "from torchvision import transforms\n",
    "from PIL import Image\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# 加载图像\n",
    "img = Image.open('luke.jpg')\n",
    "\n",
    "# 显示图像\n",
    "plt.imshow(img)\n",
    "plt.axis('off')\n",
    "plt.show()\n",
    "\n",
    "# 打印图像类型和形状\n",
    "print(type(img))\n",
    "print('-' * 100)\n",
    "img_array = np.array(img, dtype=np.float32)\n",
    "print(img_array.shape)\n",
    "print('-' * 100)"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'PIL.JpegImagePlugin.JpegImageFile'>\n",
      "----------------------------------------------------------------------------------------------------\n",
      "(533, 355, 3)\n",
      "----------------------------------------------------------------------------------------------------\n"
     ]
    }
   ],
   "execution_count": 19
  },
  {
   "cell_type": "code",
   "source": [
    "# PyTorch 需要的输入是四维张量，batch_size, channels, height, width\n",
    "# 由于我们只有一张图片，所以使用 unsqueeze 方法增加一个维度\n",
    "img_array = np.expand_dims(img_array, axis=0)\n",
    "print(img_array.shape)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-02-28T08:51:05.306220Z",
     "start_time": "2025-02-28T08:51:05.303220Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1, 533, 355, 3)\n"
     ]
    }
   ],
   "execution_count": 20
  },
  {
   "cell_type": "code",
   "source": [
    "# 定义transforms\n",
    "transform = transforms.Compose([\n",
    "    transforms.Resize((256, 256)),  # 调整图像大小\n",
    "    # transforms.RandomRotation(90),  # 随机旋转\n",
    "    # transforms.RandomHorizontalFlip(),  # 随机水平翻转\n",
    "    # transforms.RandomVerticalFlip(p=1.0),  # 随机垂直翻转\n",
    "    transforms.ColorJitter(brightness=0.5, contrast=0.5, saturation=0.5, hue=0.5),  # 随机调整亮度、对比度、饱和度、色调\n",
    "    # transforms.RandomCrop((224, 224)),  # 随机裁剪\n",
    "    # transforms.RandomGrayscale(p=0.7),  # p是转换为灰度的概率\n",
    "\n",
    "    # 随机透视变换\n",
    "    # transforms.RandomPerspective(distortion_scale=0.5, p=0.5),  # p是应用变换的概率\n",
    "    # 随机颜色反转\n",
    "    # transforms.RandomInvert(p=0.5),\n",
    "    # 随机调整锐度\n",
    "    # transforms.RandomAdjustSharpness(sharpness_factor=2, p=0.1),\n",
    "    # 随机自动对比度\n",
    "    # transforms.RandomAutocontrast(p=0.1),\n",
    "    transforms.ToTensor(),  # 转换为Tensor\n",
    "    # transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]),  # 标准化\n",
    "])\n",
    "\n",
    "# 使用transforms加载图像\n",
    "img_t = transform(img)\n",
    "\n",
    "# 打印转换后的图像张量形状\n",
    "print(img_t.shape)\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-02-28T08:51:05.317045Z",
     "start_time": "2025-02-28T08:51:05.306220Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "torch.Size([3, 256, 256])\n"
     ]
    }
   ],
   "execution_count": 21
  },
  {
   "cell_type": "code",
   "source": [
    "# 使用matplotlib显示经过transforms处理后的图像\n",
    "plt.imshow(np.transpose(img_t, (1, 2, 0)))\n",
    "plt.axis('off')\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-02-28T08:51:05.364736Z",
     "start_time": "2025-02-28T08:51:05.318042Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 22
  },
  {
   "cell_type": "code",
   "source": [
    "# img = Image.open('luke.jpg').convert('RGB')\n",
    "# img_array = np.array(img, dtype=np.float32)\n",
    "# print(img_array.shape)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-02-28T08:51:05.368143Z",
     "start_time": "2025-02-28T08:51:05.365733Z"
    }
   },
   "outputs": [],
   "execution_count": 23
  },
  {
   "cell_type": "code",
   "source": [
    "# 增加了模型的泛化能力，提升了模型的鲁棒性和适应性。"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-02-28T08:51:05.371918Z",
     "start_time": "2025-02-28T08:51:05.369140Z"
    }
   },
   "outputs": [],
   "execution_count": 24
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
